Fire Detection System
Fire helps us a lot. However, despite the numerous benefits, we face several unexpected fires. In this project, we will build a system to detect fire and respond appropriately.
To-Do
This project aims and configures the microservices architecture for independent developement that can properly set the tech stacks for each service.
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CCTV
- Implement CCTV that can transmit every frames of the video to recognize fire.
- Tech stacks: Raspberry Pi, Django, OpenCV
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Machine Learnig
- Implement a deep-learning model to detect fire.
- Implement a server that can deliver information to the android app when the model detects fire.
- Tech stacks: Tensorflow object detection API, Google Cloud Platform, Django
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Android App
- Configure UI to notify user's phone(Android), when a fire is detected.
- Tech stacks: android studio, Django, mySQL